Random Forest Nowcast and Forecast
Boosted Trees Nowcast and Forecast
Maxnet Trees Nowcast and Forecast
GAM Nowcast and Forecast
GLM Nowcast and Forecast
| model_type | roc_auc | tss_max | percent_deviance_explained |
|---|---|---|---|
| rf | 0.9432540 | 0.7619048 | 0.5286621 |
| bt | 0.8930556 | 0.6325397 | 0.2934993 |
| maxnet | 0.9051587 | 0.7023810 | NA |
| gam | 0.8888889 | 0.6880952 | 0.3503894 |
| glm | 0.8424603 | 0.5873016 | 0.2768616 |